sp_infectious — Art exhibit dynamic contacts (2009)
- Description
Networks of face-to-face proximity contacts among visitors of the exhibition "INFECTIOUS: STAY AWAY" at the Science Gallery in Dublin, Ireland, measured by the SocioPatterns collaboration with wearable sensors, from 28 April to 17 July 2009. Visitors volunteered to wear radio badges that detected face-to-face proximity. Data were collected on 69 days, and each visitor was present on only one day. The following networks are provided:
contacts: temporal network of all contacts. The upstream data consist of one file per day of data collection; here they are combined into a single network. Nodes are visitors, and each edge is a contact between two visitors active during a 20-second interval of the data collection, so that a pair of visitors is connected by one edge per interval in which they were in contact.day_YYYY_MM_DD(69 networks, one per day of data collection): the cumulative network of the given day, as represented in the Infectious SocioPatterns visualization and published separately upstream. Nodes are visitors, and an edge connects two visitors that were in contact at least once during the day; a few nodes are isolated. These networks were processed independently from the contact lists of thecontactsnetwork, and they do not match them exactly (on most days, they contain more nodes and contacts). Their nodes carry no identifier: the upstream node numbers are reused in different days for different visitors, and they do not correspond to the identifiers of thecontactsnetwork.
The networks have the following properties:
id(contacts): the anonymous identifier of the visitor.time(contacts): the end of the 20-second interval $[t - 20\,\text{s}, t]$ during which the contact was active, as a UNIX timestamp in seconds.weight(day_YYYY_MM_DD): the number of 20-second intervals during which the two visitors were in contact on that day.
- Tags
- Social Offline Unweighted Weighted Temporal
- Citation
-
- L. Isella et al., "What's in a crowd? Analysis of face-to-face behavioral networks." Journal of Theoretical Biology 271, 166-180 (2011). arXiv:1006.1260
- Upstream URL OK
- https://sociopatterns.org/datasets/infectious-exhibition-dynamic-contact-networks/
- Upstream license
- Creative Commons Attribution-NonCommercial-ShareAlike, http://creativecommons.org/licenses/by-nc-sa/3.0/
- Networks
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Tip: click on a column header to sort the list, or hover over it for a description.
Column legend
- $\left<k\right>$
- Mean degree
- $\sigma_k$
- Standard deviation of the degrees
- $\lambda_h$
- Largest eigenvalue of the Hashimoto (non-backtracking) matrix
- $\tau$
- Random walk mixing time
- $r$
- Degree assortativity
- $c$
- Global clustering coefficient
- $\oslash$
- (Pseudo-) diameter
- $S$
- Relative size of the largest component
- NPs
- Node properties
- EPs
- Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv contacts 10,972 415,912 75.81 68.50 23.51 195.54 0.71 0.53 9 0.04 Undirected Unipartite id time 779 KiB 1.4 MiB 1.4 MiB 1.3 MiB day_2009_04_28 206 714 6.93 5.19 13.71 425.54 0.54 0.53 17 0.92 Undirected Unipartite weight 6 KiB 8 KiB 8 KiB 6 KiB day_2009_04_29 222 814 7.33 5.43 14.16 120.32 0.38 0.41 15 0.92 Undirected Unipartite weight 6 KiB 9 KiB 8 KiB 7 KiB day_2009_04_30 201 659 6.56 4.31 11.57 158.42 0.33 0.46 14 0.74 Undirected Unipartite weight 5 KiB 8 KiB 7 KiB 6 KiB day_2009_05_01 220 580 5.27 3.53 8.25 462.60 0.33 0.38 19 0.93 Undirected Unipartite weight 6 KiB 8 KiB 8 KiB 6 KiB day_2009_05_02 217 967 8.91 5.56 14.66 571.33 0.26 0.33 13 0.98 Undirected Unipartite weight 6 KiB 9 KiB 9 KiB 7 KiB day_2009_05_03 309 1,924 12.45 8.33 19.78 65.53 0.27 0.28 10 1.00 Undirected Unipartite weight 9 KiB 14 KiB 14 KiB 11 KiB day_2009_05_05 113 186 3.29 2.17 4.30 53.52 0.16 0.36 11 0.70 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_05_06 182 770 8.46 6.53 18.53 346.65 0.54 0.57 15 0.97 Undirected Unipartite weight 5 KiB 8 KiB 7 KiB 6 KiB day_2009_05_07 206 819 7.95 7.23 17.45 466.82 0.36 0.38 16 0.97 Undirected Unipartite weight 6 KiB 8 KiB 8 KiB 6 KiB day_2009_05_09 228 1,006 8.82 5.52 12.56 63.56 0.13 0.30 11 0.95 Undirected Unipartite weight 6 KiB 9 KiB 9 KiB 7 KiB day_2009_05_10 173 633 7.32 4.57 9.92 28.01 0.11 0.29 8 0.98 Undirected Unipartite weight 5 KiB 7 KiB 7 KiB 5 KiB day_2009_05_12 116 209 3.60 2.50 6.01 35.76 0.38 0.48 10 0.51 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_05_13 183 615 6.72 5.69 16.87 1244.91 0.59 0.58 15 0.93 Undirected Unipartite weight 5 KiB 7 KiB 7 KiB 6 KiB day_2009_05_14 146 641 8.78 7.61 20.52 646.65 0.69 0.70 17 0.92 Undirected Unipartite weight 4 KiB 7 KiB 6 KiB 5 KiB day_2009_05_15 247 1,308 10.59 8.16 20.65 172.86 0.47 0.37 11 0.98 Undirected Unipartite weight 7 KiB 11 KiB 10 KiB 8 KiB day_2009_05_16 248 1,517 12.23 7.81 19.17 45.21 0.20 0.34 8 0.98 Undirected Unipartite weight 8 KiB 12 KiB 11 KiB 9 KiB day_2009_05_17 194 1,391 14.34 9.16 20.97 18.74 0.13 0.33 10 1.00 Undirected Unipartite weight 6 KiB 10 KiB 10 KiB 8 KiB day_2009_05_19 101 243 4.81 2.60 5.97 24.85 0.13 0.44 7 0.49 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_05_20 194 958 9.88 7.26 18.61 27.56 0.42 0.58 7 0.46 Undirected Unipartite weight 6 KiB 9 KiB 8 KiB 7 KiB day_2009_05_21 102 256 5.02 5.26 12.19 3.24 0.49 0.51 5 0.42 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_05_22 189 938 9.93 8.07 17.03 632.32 0.39 0.47 12 0.70 Undirected Unipartite weight 6 KiB 9 KiB 8 KiB 7 KiB day_2009_05_23 242 1,092 9.02 5.85 13.02 28.41 0.07 0.27 9 0.99 Undirected Unipartite weight 7 KiB 10 KiB 10 KiB 8 KiB day_2009_05_24 109 204 3.74 1.83 4.57 88.13 0.21 0.49 8 0.29 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_05_26 145 558 7.70 6.38 17.22 263.27 0.65 0.57 13 0.92 Undirected Unipartite weight 4 KiB 6 KiB 6 KiB 5 KiB day_2009_05_27 128 408 6.38 4.47 10.49 81.57 0.40 0.45 15 0.92 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_05_28 161 1,066 13.24 10.85 23.51 149.41 0.41 0.62 10 0.89 Undirected Unipartite weight 5 KiB 8 KiB 8 KiB 6 KiB day_2009_05_29 123 292 4.75 3.62 7.44 54.07 0.19 0.44 12 0.76 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_05_30 155 451 5.82 3.98 8.42 22.81 0.12 0.34 7 0.82 Undirected Unipartite weight 4 KiB 6 KiB 6 KiB 5 KiB day_2009_05_31 133 358 5.38 3.12 7.66 155.68 0.32 0.55 12 0.68 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_06_02 85 153 3.60 2.83 8.70 8.48 0.87 0.80 4 0.20 Undirected Unipartite weight 3 KiB 4 KiB 3 KiB 3 KiB day_2009_06_03 106 263 4.96 4.08 10.75 71.07 0.43 0.56 13 0.59 Undirected Unipartite weight 3 KiB 5 KiB 4 KiB 3 KiB day_2009_06_04 133 580 8.72 8.46 21.21 18.22 0.71 0.67 6 0.40 Undirected Unipartite weight 4 KiB 6 KiB 6 KiB 5 KiB day_2009_06_05 120 295 4.92 3.64 8.31 284.96 0.33 0.46 14 0.74 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_06_06 144 710 9.86 5.88 14.58 52.62 0.17 0.38 9 1.00 Undirected Unipartite weight 5 KiB 7 KiB 7 KiB 5 KiB day_2009_06_07 158 572 7.24 4.44 10.27 50.92 0.18 0.33 10 0.99 Undirected Unipartite weight 5 KiB 7 KiB 6 KiB 5 KiB day_2009_06_09 166 442 5.33 3.98 11.28 25.33 0.40 0.49 8 0.45 Undirected Unipartite weight 5 KiB 6 KiB 6 KiB 5 KiB day_2009_06_10 130 369 5.68 5.01 12.68 11.50 0.71 0.75 7 0.28 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_06_11 95 168 3.54 3.11 9.31 394.62 0.80 0.70 15 0.81 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_06_12 140 468 6.69 5.11 15.00 129.22 0.63 0.67 12 0.41 Undirected Unipartite weight 4 KiB 6 KiB 6 KiB 5 KiB day_2009_06_13 122 286 4.69 2.71 5.69 87.60 0.21 0.33 9 0.84 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_06_14 139 433 6.23 3.98 8.74 92.58 0.16 0.33 13 0.99 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_06_16 116 470 8.10 8.37 20.09 10.00 0.57 0.68 6 0.59 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_06_17 100 237 4.74 3.70 8.17 18.43 0.39 0.33 8 0.75 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_06_18 126 435 6.90 6.05 16.40 117.41 0.83 0.77 8 0.60 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_06_19 139 439 6.32 4.51 13.46 279.14 0.58 0.63 15 0.91 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_06_20 161 523 6.50 4.57 8.68 40.59 -0.08 0.30 10 0.96 Undirected Unipartite weight 5 KiB 7 KiB 6 KiB 5 KiB day_2009_06_21 172 677 7.87 6.11 12.61 24.47 0.13 0.31 12 0.97 Undirected Unipartite weight 5 KiB 7 KiB 7 KiB 6 KiB day_2009_06_23 96 167 3.48 2.47 5.63 45.13 0.34 0.43 9 0.59 Undirected Unipartite weight 3 KiB 4 KiB 4 KiB 3 KiB day_2009_06_24 133 466 7.01 5.02 14.06 70.83 0.65 0.70 7 0.61 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_06_25 103 374 7.26 7.66 18.65 179.60 0.65 0.73 11 0.80 Undirected Unipartite weight 3 KiB 5 KiB 4 KiB 4 KiB day_2009_06_26 121 228 3.77 2.45 5.24 41.17 0.37 0.38 10 0.67 Undirected Unipartite weight 3 KiB 5 KiB 4 KiB 4 KiB day_2009_06_27 83 163 3.93 2.80 6.69 9.46 0.47 0.46 5 0.42 Undirected Unipartite weight 3 KiB 4 KiB 3 KiB 3 KiB day_2009_06_28 117 415 7.09 5.47 14.13 143.41 0.55 0.57 15 0.95 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_06_30 145 472 6.51 5.97 16.90 243.82 0.65 0.66 20 0.90 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 5 KiB day_2009_07_01 187 847 9.06 7.26 20.63 38.74 0.59 0.58 11 0.90 Undirected Unipartite weight 5 KiB 8 KiB 8 KiB 6 KiB day_2009_07_02 120 324 5.40 3.49 7.92 38.25 0.16 0.55 9 0.50 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_07_03 150 340 4.53 3.74 7.62 309.27 0.11 0.42 13 0.81 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_07_04 133 553 8.32 5.71 12.08 29.40 0.02 0.39 7 0.98 Undirected Unipartite weight 4 KiB 6 KiB 6 KiB 5 KiB day_2009_07_05 131 406 6.20 3.58 7.79 18.99 0.23 0.36 7 0.75 Undirected Unipartite weight 4 KiB 6 KiB 5 KiB 4 KiB day_2009_07_07 241 1,263 10.48 7.37 17.12 29.32 0.30 0.47 10 0.93 Undirected Unipartite weight 7 KiB 11 KiB 10 KiB 8 KiB day_2009_07_08 202 831 8.23 5.45 13.96 52.27 0.38 0.42 12 0.93 Undirected Unipartite weight 6 KiB 8 KiB 8 KiB 6 KiB day_2009_07_09 125 400 6.40 3.91 8.66 78.38 0.10 0.42 10 0.96 Undirected Unipartite weight 4 KiB 5 KiB 5 KiB 4 KiB day_2009_07_10 202 1,018 10.08 8.28 20.26 182.14 0.51 0.58 11 0.84 Undirected Unipartite weight 6 KiB 9 KiB 9 KiB 7 KiB day_2009_07_11 171 717 8.39 6.02 13.49 69.13 0.25 0.30 9 0.96 Undirected Unipartite weight 5 KiB 7 KiB 7 KiB 6 KiB day_2009_07_12 163 625 7.67 6.07 12.65 25.70 0.18 0.29 7 0.92 Undirected Unipartite weight 5 KiB 7 KiB 7 KiB 5 KiB day_2009_07_14 288 1,761 12.23 9.24 21.23 222.37 0.22 0.31 10 0.98 Undirected Unipartite weight 9 KiB 13 KiB 13 KiB 10 KiB day_2009_07_15 422 2,841 13.46 8.72 23.33 53.34 0.24 0.44 9 0.99 Undirected Unipartite weight 13 KiB 20 KiB 20 KiB 16 KiB day_2009_07_16 327 1,475 9.02 6.11 15.30 287.64 0.20 0.35 13 0.98 Undirected Unipartite weight 9 KiB 13 KiB 13 KiB 10 KiB day_2009_07_17 332 1,781 10.73 7.04 15.61 40.97 0.13 0.27 8 0.67 Undirected Unipartite weight 10 KiB 14 KiB 14 KiB 11 KiB - Ridiculograms*
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contacts day_2009_04_28 day_2009_04_29 day_2009_04_30 day_2009_05_01 day_2009_05_02 day_2009_05_03 day_2009_05_05 day_2009_05_06 day_2009_05_07 day_2009_05_09 day_2009_05_10 day_2009_05_12 day_2009_05_13 day_2009_05_14 day_2009_05_15 day_2009_05_16 day_2009_05_17 day_2009_05_19 day_2009_05_20 day_2009_05_21 day_2009_05_22 day_2009_05_23 day_2009_05_24 day_2009_05_26 day_2009_05_27 day_2009_05_28 day_2009_05_29 day_2009_05_30 day_2009_05_31 day_2009_06_02 day_2009_06_03 day_2009_06_04 day_2009_06_05 day_2009_06_06 day_2009_06_07 day_2009_06_09 day_2009_06_10 day_2009_06_11 day_2009_06_12 day_2009_06_13 day_2009_06_14 day_2009_06_16 day_2009_06_17 day_2009_06_18 day_2009_06_19 day_2009_06_20 day_2009_06_21 day_2009_06_23 day_2009_06_24 day_2009_06_25 day_2009_06_26 day_2009_06_27 day_2009_06_28 day_2009_06_30 day_2009_07_01 day_2009_07_02 day_2009_07_03 day_2009_07_04 day_2009_07_05 day_2009_07_07 day_2009_07_08 day_2009_07_09 day_2009_07_10 day_2009_07_11 day_2009_07_12 day_2009_07_14 day_2009_07_15 day_2009_07_16 day_2009_07_17